Tried the ActiveState Platform? Auto-Build Python from Requirements.txt, CI/CD Support and More

W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*VCDBjw14PL3sN4X4gyKgmd4H0/5/f18dQhb0Sq5J8YHsGzN7W5dzWHyjJqMQJV4PRYrD4W3hHh9D5Cgxh0VnQ9Qq8--HBkW8ZyBQ_1TcYNpW2M6BXj8-y10rW8_dDry4bJ02hW4b_rKw7MbC27W493WBW8TzfSmW58j7tN30PfnHVspk422RgKq2W1Hlz_p39HSSfW7xR9_s2Vjhb0W5bPQ0k7v4vH3W4g279w2StQ5cW6FgYFW2JDZKmN2JDgVLQg5CxW6mvv1m5K_zXKW3lj2tv3blhRkW116mdK3J3J4qV-smp715m9k6W8BtjSs12pg6BW8DRlfL8h5Z0fW3fNxbs3JqFlkW3lbQLH3dRc5dW8cR1sf3QndPZVZsH8C3dQX7gW8nFGc03-VLzjW8Knjs75XSWMgW5z3Y4S5D5w9gVFL5Cs8rB761W8wCtx73rGWDgVRC45c2_CdQrVXq0mz42ktrbN4Rz0VdfTlLHV1KsWr1KzlDnW7vfMSd7bqXyYW5KZd562b-063N4f_qhbP5JBvW2GD9PD48SHFNW4nHzgq6g3HH9Vb5yR97ZFtgqN5G_HRRHlyxWW2d51R3723QB2N71wShb1JFvMf5192M003 Builds as Simple as Requirements.txt No time to try out the [ActiveState Platform](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*VXc5cS5qJw8sW2lP_mV1XR6qZ0/5/f18dQhb0SfHn9dLVQwW3y4kSk2P5dwjW11qwVC4WzJhsW3LZc7M1C0Sc4W2K4R9r8Zkj6KVH5p9C557PClW5nDD3f30TNSCW2MDwdK8Wm1tDW54Whfl85zJnsW9dSp2v9bTNXYW954KlM4P0Yt6W2d3Yc61pFbBXW7DpPd81RWMftW4_jmwy6wSXCKW8X4wLb7pFD1kW55nSC91VJH71W4c2Rr971B_trW1x4lQB6G8-RxW9dH8_66V4mdnW8kxDMV52YlfxW3_8mpl9fgwMTW4gF0kH4QyYJgW2tsPyn7tNm2GW33dqHQ4Qv9z4W53_BSj2sXb72W1F7BbQ6XfBgJN4fZfgPqhqj2MtDy0Xpk8fSN2RYW-Fn3Gc5W6wr1Ly58jTmYW7wYJ2l30Jsl7Vt3n4P1ThndcW2dDKQ87JQ72dVrGKTT7sSzGsW7KBt2J1Hl-2LW2dVkcW7lbCpwW4ZgNzV2lCV8wVcZLWR86l1BWW8xTkVT8h2wmqW83lNT45rVXj0W2M0s3Y5gyHgJW1nv9B77zKRd9W6SW39Q8CMxHqW3SZ16s1YwnsrW97LkFg4fgjH-W6NWv-45RYFfSMdSQk91_P-Df2gBrgx11)? Now you can create a build just by uploading the requirements.txt file for your Python project, and let the Platform take care of the rest. To give it a try, just install the State Tool: On Windows: IEX(New-Object Net.WebClient).downloadString(') On Linux: sh <(curl -q And then use the following command to upload your requirements.txt file and kick off your build: state package import [filename] That's it! Just kick back and wait for the email notification. Waiting for a Key Package? Maybe you haven't joined the Platform yet because our package catalog doesn't have what you need yet. Good news! We've just added yet another 20,000 packages to our Python catalog, effectively bringing ~90% of the packages that matter in the Python ecosystem to the ActiveState Platform. Highlights this time around include moto (for mocking AWS services) and JupyterLab (the web-based UI for Jupyter notebooks), both of which are featured in this week's blog on [How to Build a Data Pipeline](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W61MpTs7myBVcW54k9723Dhb4j0/5/f18dQhb0SmhR9c-lkYW6p62SZ1k63-nW1DpM4R1GTVjWW6Blzm-1Nvw7TVLDpF18CSvhfW8BZTfN3Htl1CW5xcLkP8y_DL1W8z0svM67kcLqW5yMyQg8B-fqyV4-Fsm5nbq6KW5nXWlX31WZXCW4gYBwS30HMl7W30TSC71Vc8JTVq1D3-8VmMGZW2MznrN5nbq6BVGXpVf3Z6rQHW2NCNKZ49BW6jW2qjSMq30PwC1W1c1_FH7p8WLBW7t4QYw1wgj2GW1GmwJ37vPVHQN7w4nLl32NFqW64jzh47-FBsxW2st_7S2KFZxKW3Z765C3QVfXSW1txG9N6GsfdKW8XNh8_7JrD5BMv2jy2vLX19W1NQ-8n2QSVQtVyKm0H1wQxHPVxw0N46sB-m_W90Mw647HJxP4W1G7dy31Wv8kTW1tkL4Z20DtMBW1vfNJH7prWp7W20YXMV1YwhTWW2NCblQ1WbPrtW7p86KF8Yv23WW2LVMGr1FJ_KwW1R1DPY2T-B_PW6Btp0l8Xxj_wW19zKNs45vVzJW4Pw1Vk2sbPxnW10rPtm2-CW7hW2-Bc-K3B-6WkW3MtMT_2sG3WyN52qykbWDM01W798C2w7yWB6SW8S8pfc56fz3nW87SH8r8tmMLxW2B9lYw1J_h6cW32wFFH1NsfDKS5QW905Qz9102). Still can't find the package you need? [Let us know](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W5Fv2LM82rMbTW36RlVl7-rC_P0/5/f18dQhb0SfHn9c-kQvW6p62SZ1k63-nW1DpM4R1GTVjWW6BlzkM1Nvw7TVLDpF18CSvhfW8BZTfN3Htl1CW5xcLkP8y_DL1W8yLh973C4LfqW7xPsgK8xVNwfW81gM8-7d-tD8W7c5b_p3Z6rQHW2NCNKZ49BW6jW2qjNJg7_6pBBW1c1_FH7p8WLBW7t4QYw1wgj2GW1GmwJ37vPVHQN7w4nLl32NFqW64jzh47-pgfYW4l55vf7WgwGBW7DM5hk2_1rp5W3ZQ23F8vr5SsN61NNW6-4bCtVZwgy83yDwXVW5BKQKV15qhs_W33BCP014-8s_W3z43Zk8Fr0kbW62g8Gz3jg2CwW3M_lHX2-DB6LW43cw0l2YxBwhW5rPlnv41Vr27W3S22dC5y9-jLW3Mr1mM5t9lxHW8tW4kz5rPZQHW3hpzZp3F3fHCW5J-Fvn3SQsyLW8wXL4q2m713hN8b_lGNcWbVfW4Wpz-020VB1sW5ZcPgz5Z8rZqW79YfPF7s-yN9N4ZggMcP1GHdW1Ngx1f51bh5HW5MJJYF8hdPBsVXmPGQ6YBV_RW7yG59c56n8szW3m_CfD66_qjXw3xWwfqfLmf3sySVQ02)! Simplify Windows CI/CD Pipelines One of the great reasons to become an ActiveState Platform user is to resolve reproducibility and consistency issues with runtime environments that can cause build issues throughout the CI/CD chain. The ActiveState Platform's State Tool solves many of the reproducibility issues that plague builds, and ensures that all dependencies are always accounted for -- and it does it all without introducing a new artifact for you to manage. [Read about it here](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W1lfD-p8fS-gJV96zy16MYMDT0/5/f18dQhb0S8399c-mnRW6p62SZ1k63-nW1DpM4R1GTVjWW6BlzlP1SrC8dVLDpF18CSvhfW8BZTfN3Htl1CW5xcLkP8y_DL1W8z0svM67kcLqW5yMyQg8BSKTYVS946P37wWd7N8y_YBgR9HxnN8qBGv_Sd5gfVV9Pm_8r4K99VV3ZRP8mp2bwW8p-Vr065kbg2W8l7Q201mWcKSVsb2ms4Jlp1VW6QvFPr3dNYmsN5mfJrsdtzfgW3v7CBP3Wlz2MW5RXcQ25BWVshW2Rxr-s7wVyPFW1NMkpF8sYvvlW5tGswK8LxqPPVRFkK45G18KhW3y9KYQ3dgtKGW8MbMz08lC_62N5sGmm8NF6TzW8nzK0-5rMFGYVRyGYY5GDCNcMP9pqpGl6b7W34mlbd5F0cBbN8MnqjjRFnhWVM6SYM5CCydNW3Rp57K8vyPWgW3Kpmwd100sJbVP5wxf5Ps_BmW5CxP-68nC2JlN8MLBKqX-V8vW5DHknJ8r1nNwVnD0Q464V3p2MwZy_fcZLWRW86l1BW8xTkVTW8h2wmq83lNT4MMc3vMZLP5_W5L85Ng2rcrKlW5PkNvc4nFPWGW7Tpbz97JW2dWW3S2cpH8-kMmYW8vxDhb4dGHyZN2gQgCKtJCL4V3_BYB248XNy111). The Keys to Machine Learning Want to get started with machine learning, but don't know where to start? Download our "[Mini ML Runtime](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W10v2cy1YmZF7W88z0X220Zh8R0/5/f18dQhb0SfHC9ctydxN7W5dzWHyjJqMQJV4PRYrD4W3hHhcf5Cgxh0VnQ9Qq8ZvDB4W2NCNKZ4bRhjrW2Mn6lg54Sb9JW31J0t54dQ7LnVK3KK730rxTBW548q425nDMQ3W2MznrN5nbq6BVGXpVf3Z6slDW30r_xM2qjNJgV-hvY11c1_FHW7p8WLB7t4Q-hW7NK38Y1L4xyjW6FKg-T2XsCWxW7tfTF57kcs3hN1FpGp3M60kMW7zN65h1CcsDFW3rlZWk1GgGq8W1YYV5x72nt_yW6sxxZJ87j2KdW7l6wRj1zcgjxW1yfS8N7s0w7lW1vrhqW1G5kVTW1-7Ncn1zlnm9W1gJgvc68KHnsW1WW-GT89DXK0W1Djc9l1vfJVvW1T5cwp7FPbn8W7F07j07qPjxSW21_sPR1C97_kW2fPGPw1SZK-5W7s3bpl88mL5PW1SZkSm1TgFZ8N7s-mf9Nd1C8W2PGKpw17b2MCN11rnNb4VjlMW6MjX5s1SLhNWVHpYy-4cyhzwW8VQ5mT7HSSc3VbZRZN5qv4fvW2DYDKk21TZYKW4t_zvp8cBLkXW9h0qZl3hcYGKW6w0MKX7LhwglVrVprC56gBW-W8rBmjw4MwrXK0)" for Windows and Linux. It's a great way to kickstart learning and working with the growing field of machine learning since it includes everything you need to get started on projects that range from simple interactive dashboards to building your own digital virtual assistant -- all of which are [available in our blogs](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W7273Sr5BygjzW3cHBph59WJk50/5/f18dQhb0S9r49hxV-xN7W5dzWHyjJqMQJV4PRYrD4W3hHhcp5zh-NRVnQ9Qq8--HBkW8ZyBQ_1TcYNpW2M6BXj8-y10rW8-ydbT7McFlhN2MTPSyKng6qN1Wg4bj6Q6d3W7KcHRl36Q7PFVqllJH4KDDQYW8_-xkn2TfHlsW2MGbkG1MkvB3W2KDbdJ1v14y7W2SwjvS561xh-W3HtrQn1f6tXtW8W1JLS2KSsvsW24r8Vb34R4s8W2Vv3cs1G8MxxW1Bb4rM596F3GW1Tx6fr58P67gW5fcBzH8_gGkSVyb60k4jXnmHW48ysvx6jrvj6W6wg-WF1G676fW1FpnfS8QscV2N1XHClwtLl4jW6jYZx649l2SXW20r7vn91M4GNW7GsZhf7sBWxvW2PztVq4-Y0fxW8Wlv_K8ZlrW_W6pnHwx54S-xHN1vQkFxrKLrbW227WNM238q3HVrX3l16VzCP0W7HFfp77b_7SrW6NBHRN1xGZQmW5v0tHf19Vdw8W2G2KLs5PkNvcW4nFPWG7Tpbz9W7JW2dW3S2cpHW8-kMmY8vxDhbW4dGHyZ2gQgCKMtJCL43_BXZf1lg1Lq11). [Find it here >>](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W85pnRz968PFWW8bFBHh5fpQ5s0/5/f18dQhb0SfHC9ctydxN7W5dzWHyjJqMQJV4PRYrD4W3hHhcf5Cgxh0VnQ9Qq8ZvDB4W2NCNKZ4bRhjrW2Mn6lg54Sb9JW31J0t54dQ7LnVK3KK730rxTBW548q425nDMQ3W2MznrN5nbq6BVGXpVf3Z6slDW30r_xM2qjNJgV-hvY11c1_FHW7p8WLB7t4Q-hW7NK38Y1L4xyjW6FKg-T2XsCWxW7tfTF57kcs3hN1FpGp3M60kMW7zN65h1CcsDFW3rlZWk1GgGq8W1YYV5x72nt_yW6sxxZJ87j2KdW7l6wRj1zcgjxW1yfS8N7s0w7lW1vrhqW1G5kVTW1-7Ncn1zlnm9W1gJgvc68KHnsW1WW-GT89DXK0W1Djc9l1vfJVvW1T5cwp7FPbn8W7F07j07qPjxSW21_sPR1C97_kW2fPGPw1SZK-5W7s3bpl88mL5PW1SZkSm1TgFZ8N7s-mf9Nd1C8W2PGKpw17b2MCN11rnNb4VjlMW6MjX5s1SLhNWVHpYy-4cyhzwW8VQ5mT7HSSc3VbZRZN5qv4fvW2DYDKk21TZYKW4t_zvp8cBLkXW9h0qZl3hcYGKW6w0MKX7LhwglVrVCHq56gBW-W39g6vT4MwrXK0) We're Hiring! Come work with a welcoming, diverse team as we develop the future of open source technology. We're currently looking for a Java Specialist, Windows Build Engineer, Python 2 Specialist and more! [View Open Positions >>](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W4vv2bt9708hMW5zRNXf3s_Wpk0/5/f18dQhb0SnGZ9hxVs4N7W5dzWHyjJqMQJV4PRYrD4W3hHh9t5Cgxh0VnQ9Qq8--HBkW8ZyBQ_1TcYNpW2M6BXj8-y10rW8-pSLv1R1LZ9W25RVdD6FqZGDW6-gPgc2gNDNKW5B4_2r10nXVbW5mdm4C6gcK9PN3jJ5WM6JFlqW6v53qN4kFK8zW3sWQX64rDlFSW2-J-SL2z_tPYW41Q2SW3c-v1LN1nnQd3QHv4bW1gc9X_5mg0ggW1Bh9Vy6SGRNsW47P0wC403tVSW3vbpkw42vtdfW5hffbX3QSY9hW4rpdC86dBYrVW45CK7S6tYKmxW4_94t93JYN7mW5xttTL41GXztW3zbRzH4M0fh7W5Wmcfd3SPQBcW3z9d8t5wc-8FW6vt-xX6Pb1ydW537nDw3z2YpVW3MbJk72CTyrmW5G1crr5X7D54W4rxgXm3jm32LW2ykzTl3NyfprN6Pc2NRJYQbWN11rnNb4VjlMW6MjX5s1SLhNWVHpYy-4cyhzwW8VQ5mT7HT13DW1XjMQz19rcTfW7ghtk_87C_LSN6q0W-dMnZHmW3NdglL43HDWzW2Llk978RqcpnM4ZDML2LMBkV1FpCm5CWZdR103) Stuff We Like A collection of interesting news and cool projects from around the web. - Want to brush up on your database knowledge? Check out [this tutorial](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W5gFbrs1HClw6W2Sdgym5V2Nzb0/5/f18dQhb0SnGZ9hxVs4N7W5dzWHyjJqMQJV4PRYrD4W3hHh9t5Cgxh0VnQ9Qq8-tSw_W4b_3m51Txrs8W5mZ50N1cK18TW7500q87tN-RHW5ZcN1j4CB5ysW83_Pyq834DLzW8XWFBz5Lk2rPW9dtfTp1j3_5sW5rxHnx19Gp-HW4zPrcn32lFT7W7J_vw8567bYVW5lKvt_5420y5VJVPYn3CPQ_BN5D8zFFBBwkqW52g2707NM5zGW73vybP7R0x14N33FK-yqPkxDVnjZC88jCSZSW56JBGf5_dxvjW5ZVcvm6YTtDtW4PTBD88537CVW3nWTz06h7KDrW1CS9Lz54ldd3W2MV8nd9cJ7NCW7xdsRJ4Q-kX0W1CdcTY11SJcBVwCqMp6X0G6lW4gF9-06zHR78W7Lst-X1gc_3-W6VG49y9h7KxnW1BTf0B1fdBwhW7q0JqJ2sJHVqW7wTZxM8NQbPTW73Qsnm1d5pgbW58Py-81vjGjsW1tjldN1P_gH-W1WdmqW1cltrxW2YxlSP2GD9PDW48SHFN4nHzgqN6g3HH9b5yR9W7ZFtgq5G_HRRVHlyxW2d51R3W723QB271wShbTN_0x92p7wv103)which explores the different Python SQL libraries and how to use them. - Artificial intelligence is increasingly finding its way into pharma and life sciences. [Learn how](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*V1nvpD28BSrbW3dy7Mx5tPWtT0/5/f18dQhb0S83c9c-h9gW6p62SZ1k63-nW1DpM4R1GTVjWW6Blzjq1Vq7GqVLDpF18C-gR6VRbrtZ8tzLvhW3N38pD1q7-RrN8ywgNVRzbKPW5v7X7D1pgMf6W8r4KL45_VsCSW3L39B53N1R-KW3GBGrL1qPxrRW64jnmX8pL2X_N2MTPSyKng6qN1Wg4bj6Q6d3W7KcHRl36Q7PFVql93p30PwC1W1c1_FH7p8WGVV-yd383sHrLHW5rcZX12-294gN5J0bCQQrjL6W5FHJhm3wx5j4W7zN65h1CcbB2W8RMRXL2hBQwBW1MqhJK7ldyjxW608vBR61-6n8W778gr86lSmsqW1S1FL16_kqznW782pq51tnLmLW7s2mp06-z20bW7C_8rq5V4DsjW1sxxp17LB2n-W2j2NF86jCS_WW6Sh8131YjM5FW7C21k119w8vGW6-sPJ_6hJy1cW6PDJZ469Nk75W7d42_N1MgQFbW67X96F7H0gGlW2b27kY8lTbVbW3m23cB37P0d4W15hnZl2-Hb7jW1my9Vh1my8tcW2J4_PN8p0_B8VcZv767g-LQ0VCjYjP8rY3SzW84wJkn8-X_y5W1W_dQF5FQDGXW9gpGLf26F8nTW83v-HY2WvfD7W4Q-5SV4HzlZrf17jVlQ11) AI can be used for disease identification, personalized treatment, research, and more. - Python is one of the world’s most popular, in-demand programming languages. Check out this handy [A-Z list](W5b6Zxv4HH8hmW2_zF8m3Gh46G0/*W1T5qNY571bWLW5qxW9m4Dgs-r0/5/f18dQhb0S8359c-lTnW6p62SZ1k63-nW1DpM4R1GTVjWW6BlzlP1Qt2G2VLDpF18DsQB0W3HtrQH1nPLDMW65HfBs8z029tM13ljx5WKj-W84BpZd85_KwcW7K57Gz7HzMsFW7pJmmK2d4_-qW7vgLG-84kN1DW4cyrqc7MY-JJW4dSFwC830nq2W7bjnYC8159NlW5mt5623n9JNXW7Dp_tF5lKPbVVTrn5S55F8NJW1TxQ0N2mSgnwW2N33B53_t0gLW32Gf2Q4dnWJcW6jRHQ-6bVylvW1Tcntw1njMtBW6H5SNf6CtS5SVMMQxX80gSRfW97rB1b8yg0M4Vd1Vzj4WYDbJW5zsKh464tVnQMfTWQ6MWNj1W4ZPwhG3djbqQW4wnfz28wWvFjMRzRwlZf46zVMGlxV5GVpzpVM6VSS3JL8tMV_vpmG5FQn9KN63m1D5Y6kJZW3Kzl3y4tf11ZN62vQNqSltSGW5zBglN6621bPW3jK-cp4tMFrPW5hkmhS24dlXFMPs031gkKmyW5qdlCd1MZNvGN52r48QHpRXdW1Ww3Vh12TQvKV309684QDgwJVVX2Sj4r9hpyW6ZRT4X2_yRwYW5JPmRw6VF5jpW1vhWpW7dkGlbMmRw0WdXyXbV1dQMY2pwm9q103) of useful tips and tricks that you might be unaware of. 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